Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 28470 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.3 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 3 |
data has a high cardinality: 146 distinct values | High cardinality |
posicao has a high cardinality: 195 distinct values | High cardinality |
df_index is highly correlated with nesta | High correlation |
pr is highly correlated with umidade | High correlation |
umidade is highly correlated with pr | High correlation |
EMI is highly correlated with nino3 | High correlation |
nino3 is highly correlated with EMI | High correlation |
atn is highly correlated with atlgrad | High correlation |
ats is highly correlated with atl3 and 1 other fields | High correlation |
atlgrad is highly correlated with atn and 2 other fields | High correlation |
atl3 is highly correlated with ats and 2 other fields | High correlation |
seta is highly correlated with ats and 2 other fields | High correlation |
nesta is highly correlated with df_index | High correlation |
df_index is highly correlated with nesta | High correlation |
pr is highly correlated with umidade | High correlation |
umidade is highly correlated with pr | High correlation |
EMI is highly correlated with nino3 | High correlation |
nino3 is highly correlated with EMI | High correlation |
atn is highly correlated with atlgrad | High correlation |
ats is highly correlated with atlgrad and 2 other fields | High correlation |
atlgrad is highly correlated with atn and 3 other fields | High correlation |
atl3 is highly correlated with ats and 2 other fields | High correlation |
seta is highly correlated with ats and 2 other fields | High correlation |
nesta is highly correlated with df_index | High correlation |
pr is highly correlated with umidade | High correlation |
umidade is highly correlated with pr | High correlation |
ats is highly correlated with atl3 and 1 other fields | High correlation |
atl3 is highly correlated with ats and 1 other fields | High correlation |
seta is highly correlated with ats and 1 other fields | High correlation |
df_index is highly correlated with EMI and 7 other fields | High correlation |
pr is highly correlated with umidade | High correlation |
umidade is highly correlated with pr and 1 other fields | High correlation |
vento_vertical is highly correlated with regiao_hidro and 1 other fields | High correlation |
vorticidade is highly correlated with lat | High correlation |
EMI is highly correlated with df_index and 7 other fields | High correlation |
nino3 is highly correlated with df_index and 7 other fields | High correlation |
atn is highly correlated with df_index and 8 other fields | High correlation |
ats is highly correlated with df_index and 6 other fields | High correlation |
atlgrad is highly correlated with df_index and 7 other fields | High correlation |
atl3 is highly correlated with df_index and 7 other fields | High correlation |
seta is highly correlated with df_index and 7 other fields | High correlation |
nesta is highly correlated with df_index and 6 other fields | High correlation |
regiao_hidro is highly correlated with vento_vertical and 2 other fields | High correlation |
lat is highly correlated with vorticidade and 2 other fields | High correlation |
lon is highly correlated with vento_vertical and 2 other fields | High correlation |
df_index is uniformly distributed | Uniform |
data is uniformly distributed | Uniform |
posicao is uniformly distributed | Uniform |
df_index has unique values | Unique |
vento_vertical has 717 (2.5%) zeros | Zeros |
seta has 390 (1.4%) zeros | Zeros |
nesta has 585 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-04 15:43:40.588035 |
|---|---|
| Analysis finished | 2022-06-04 15:44:05.482576 |
| Duration | 24.89 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 28470 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82094.5 |
| Minimum | 67860 |
|---|---|
| Maximum | 96329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | 67860 |
|---|---|
| 5-th percentile | 69283.45 |
| Q1 | 74977.25 |
| median | 82094.5 |
| Q3 | 89211.75 |
| 95-th percentile | 94905.55 |
| Maximum | 96329 |
| Range | 28469 |
| Interquartile range (IQR) | 14234.5 |
Descriptive statistics
| Standard deviation | 8218.725418 |
|---|---|
| Coefficient of variation (CV) | 0.1001129846 |
| Kurtosis | -1.2 |
| Mean | 82094.5 |
| Median Absolute Deviation (MAD) | 7117.5 |
| Skewness | 0 |
| Sum | 2337230415 |
| Variance | 67547447.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 67860 | 1 | < 0.1% |
| 86836 | 1 | < 0.1% |
| 86847 | 1 | < 0.1% |
| 86846 | 1 | < 0.1% |
| 86845 | 1 | < 0.1% |
| 86844 | 1 | < 0.1% |
| 86843 | 1 | < 0.1% |
| 86842 | 1 | < 0.1% |
| 86841 | 1 | < 0.1% |
| 86840 | 1 | < 0.1% |
| Other values (28460) | 28460 |
| Value | Count | Frequency (%) |
| 67860 | 1 | |
| 67861 | 1 | |
| 67862 | 1 | |
| 67863 | 1 | |
| 67864 | 1 | |
| 67865 | 1 | |
| 67866 | 1 | |
| 67867 | 1 | |
| 67868 | 1 | |
| 67869 | 1 |
| Value | Count | Frequency (%) |
| 96329 | 1 | |
| 96328 | 1 | |
| 96327 | 1 | |
| 96326 | 1 | |
| 96325 | 1 | |
| 96324 | 1 | |
| 96323 | 1 | |
| 96322 | 1 | |
| 96321 | 1 | |
| 96320 | 1 |
| Distinct | 146 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 222.5 KiB |
| 2010-01-01 | 195 |
|---|---|
| 2019-02-01 | 195 |
| 2017-10-01 | 195 |
| 2017-11-01 | 195 |
| 2017-12-01 | 195 |
| Other values (141) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 284700 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010-01-01 |
|---|---|
| 2nd row | 2010-01-01 |
| 3rd row | 2010-01-01 |
| 4th row | 2010-01-01 |
| 5th row | 2010-01-01 |
Common Values
| Value | Count | Frequency (%) |
| 2010-01-01 | 195 | 0.7% |
| 2019-02-01 | 195 | 0.7% |
| 2017-10-01 | 195 | 0.7% |
| 2017-11-01 | 195 | 0.7% |
| 2017-12-01 | 195 | 0.7% |
| 2018-01-01 | 195 | 0.7% |
| 2018-02-01 | 195 | 0.7% |
| 2018-03-01 | 195 | 0.7% |
| 2018-04-01 | 195 | 0.7% |
| 2018-05-01 | 195 | 0.7% |
| Other values (136) | 26520 |
Length
| Value | Count | Frequency (%) |
| 2010-01-01 | 195 | 0.7% |
| 2012-12-01 | 195 | 0.7% |
| 2011-06-01 | 195 | 0.7% |
| 2010-09-01 | 195 | 0.7% |
| 2010-03-01 | 195 | 0.7% |
| 2010-04-01 | 195 | 0.7% |
| 2010-05-01 | 195 | 0.7% |
| 2010-06-01 | 195 | 0.7% |
| 2010-07-01 | 195 | 0.7% |
| 2010-08-01 | 195 | 0.7% |
| Other values (136) | 26520 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 85410 | |
| 1 | 68445 | |
| - | 56940 | |
| 2 | 41145 | |
| 9 | 4680 | 1.6% |
| 7 | 4680 | 1.6% |
| 8 | 4680 | 1.6% |
| 3 | 4680 | 1.6% |
| 4 | 4680 | 1.6% |
| 5 | 4680 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 227760 | |
| Dash Punctuation | 56940 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 85410 | |
| 1 | 68445 | |
| 2 | 41145 | |
| 9 | 4680 | 2.1% |
| 7 | 4680 | 2.1% |
| 8 | 4680 | 2.1% |
| 3 | 4680 | 2.1% |
| 4 | 4680 | 2.1% |
| 5 | 4680 | 2.1% |
| 6 | 4680 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 56940 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 284700 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 85410 | |
| 1 | 68445 | |
| - | 56940 | |
| 2 | 41145 | |
| 9 | 4680 | 1.6% |
| 7 | 4680 | 1.6% |
| 8 | 4680 | 1.6% |
| 3 | 4680 | 1.6% |
| 4 | 4680 | 1.6% |
| 5 | 4680 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 284700 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 85410 | |
| 1 | 68445 | |
| - | 56940 | |
| 2 | 41145 | |
| 9 | 4680 | 1.6% |
| 7 | 4680 | 1.6% |
| 8 | 4680 | 1.6% |
| 3 | 4680 | 1.6% |
| 4 | 4680 | 1.6% |
| 5 | 4680 | 1.6% |
| Distinct | 195 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 222.5 KiB |
| (-4.75, -39.25) | 146 |
|---|---|
| (-3.25, -39.75) | 146 |
| (-3.0, -40.5) | 146 |
| (-3.0, -40.25) | 146 |
| (-4.5, -39.75) | 146 |
| Other values (190) |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 14.01025641 |
| Min length | 13 |
Characters and Unicode
| Total characters | 398872 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 6 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | (-4.75, -39.25) |
|---|---|
| 2nd row | (-4.75, -39.0) |
| 3rd row | (-4.75, -38.75) |
| 4th row | (-4.75, -38.5) |
| 5th row | (-4.5, -39.0) |
Common Values
| Value | Count | Frequency (%) |
| (-4.75, -39.25) | 146 | 0.5% |
| (-3.25, -39.75) | 146 | 0.5% |
| (-3.0, -40.5) | 146 | 0.5% |
| (-3.0, -40.25) | 146 | 0.5% |
| (-4.5, -39.75) | 146 | 0.5% |
| (-4.5, -39.25) | 146 | 0.5% |
| (-4.25, -39.75) | 146 | 0.5% |
| (-4.25, -39.5) | 146 | 0.5% |
| (-4.25, -39.25) | 146 | 0.5% |
| (-4.25, -39.0) | 146 | 0.5% |
| Other values (185) | 27010 |
Length
| Value | Count | Frequency (%) |
| 40.0 | 2628 | 4.6% |
| 39.75 | 2628 | 4.6% |
| 40.25 | 2628 | 4.6% |
| 39.0 | 2628 | 4.6% |
| 39.25 | 2628 | 4.6% |
| 39.5 | 2482 | 4.4% |
| 40.5 | 2336 | 4.1% |
| 38.75 | 2336 | 4.1% |
| 4.75 | 2190 | 3.8% |
| 40.75 | 2190 | 3.8% |
| Other values (26) | 32266 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 56940 | |
| . | 56940 | |
| 5 | 49348 | |
| ( | 28470 | |
| , | 28470 | |
| 28470 | ||
| ) | 28470 | |
| 0 | 24528 | |
| 3 | 22338 | 5.6% |
| 4 | 19418 | 4.9% |
| Other values (6) | 55480 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 171112 | |
| Other Punctuation | 85410 | |
| Dash Punctuation | 56940 | 14.3% |
| Open Punctuation | 28470 | 7.1% |
| Space Separator | 28470 | 7.1% |
| Close Punctuation | 28470 | 7.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 49348 | |
| 0 | 24528 | |
| 3 | 22338 | |
| 4 | 19418 | 11.3% |
| 7 | 17666 | 10.3% |
| 2 | 14454 | 8.4% |
| 9 | 10366 | 6.1% |
| 8 | 5840 | 3.4% |
| 6 | 5256 | 3.1% |
| 1 | 1898 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 56940 | |
| , | 28470 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 56940 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 28470 |
Space Separator
| Value | Count | Frequency (%) |
| 28470 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 28470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 398872 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 56940 | |
| . | 56940 | |
| 5 | 49348 | |
| ( | 28470 | |
| , | 28470 | |
| 28470 | ||
| ) | 28470 | |
| 0 | 24528 | |
| 3 | 22338 | 5.6% |
| 4 | 19418 | 4.9% |
| Other values (6) | 55480 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 398872 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 56940 | |
| . | 56940 | |
| 5 | 49348 | |
| ( | 28470 | |
| , | 28470 | |
| 28470 | ||
| ) | 28470 | |
| 0 | 24528 | |
| 3 | 22338 | 5.6% |
| 4 | 19418 | 4.9% |
| Other values (6) | 55480 |
| Distinct | 12744 |
|---|---|
| Distinct (%) | 44.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.4049863 |
| Minimum | 0.3 |
|---|---|
| Maximum | 665.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 1.91 |
| Q1 | 5.26 |
| median | 26.82 |
| Q3 | 98.3 |
| 95-th percentile | 230.5155 |
| Maximum | 665.07 |
| Range | 664.77 |
| Interquartile range (IQR) | 93.04 |
Descriptive statistics
| Standard deviation | 80.72883873 |
|---|---|
| Coefficient of variation (CV) | 1.273225395 |
| Kurtosis | 3.916330489 |
| Mean | 63.4049863 |
| Median Absolute Deviation (MAD) | 23.95 |
| Skewness | 1.857184667 |
| Sum | 1805139.96 |
| Variance | 6517.145403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.91 | 33 | 0.1% |
| 2.5 | 33 | 0.1% |
| 2.59 | 32 | 0.1% |
| 4.16 | 32 | 0.1% |
| 3.38 | 31 | 0.1% |
| 2.72 | 30 | 0.1% |
| 3.52 | 30 | 0.1% |
| 3.71 | 30 | 0.1% |
| 3.75 | 30 | 0.1% |
| 3.57 | 29 | 0.1% |
| Other values (12734) | 28160 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | < 0.1% |
| 0.32 | 3 | |
| 0.36 | 1 | < 0.1% |
| 0.37 | 2 | |
| 0.38 | 1 | < 0.1% |
| 0.39 | 2 | |
| 0.4 | 2 | |
| 0.41 | 3 | |
| 0.42 | 3 | |
| 0.43 | 3 |
| Value | Count | Frequency (%) |
| 665.07 | 1 | |
| 613.12 | 1 | |
| 574.39 | 1 | |
| 563.78 | 1 | |
| 553.83 | 1 | |
| 553.14 | 1 | |
| 546.73 | 1 | |
| 544.88 | 1 | |
| 534.77 | 1 | |
| 525.96 | 1 |
divergencia
Real number (ℝ)
| Distinct | 15565 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.815667961 × 10-7 |
| Minimum | -1.13971 × 10-5 |
|---|---|
| Maximum | 1.85255 × 10-5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 17043 |
| Negative (%) | 59.9% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -1.13971 × 10-5 |
|---|---|
| 5-th percentile | -5.293701 × 10-6 |
| Q1 | -2.79908 × 10-6 |
| median | -9.01039 × 10-7 |
| Q3 | 1.8966 × 10-6 |
| 95-th percentile | 7.151161 × 10-6 |
| Maximum | 1.85255 × 10-5 |
| Range | 2.99226 × 10-5 |
| Interquartile range (IQR) | 4.69568 × 10-6 |
Descriptive statistics
| Standard deviation | 3.82726483 × 10-6 |
|---|---|
| Coefficient of variation (CV) | -21.07910098 |
| Kurtosis | 1.048574057 |
| Mean | -1.815667961 × 10-7 |
| Median Absolute Deviation (MAD) | 2.22365 × 10-6 |
| Skewness | 0.8737554957 |
| Sum | -0.005169206686 |
| Variance | 1.464795608 × 10-11 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.81175 × 10-6 | 9 | < 0.1% |
| -2.90906 × 10-6 | 9 | < 0.1% |
| -1.6159 × 10-6 | 9 | < 0.1% |
| -2.16578 × 10-6 | 9 | < 0.1% |
| -1.05983 × 10-6 | 8 | < 0.1% |
| -1.53063 × 10-6 | 8 | < 0.1% |
| -3.05426 × 10-6 | 8 | < 0.1% |
| -7.32983 × 10-7 | 8 | < 0.1% |
| -2.34867 × 10-6 | 8 | < 0.1% |
| -6.7058 × 10-7 | 8 | < 0.1% |
| Other values (15555) | 28386 |
| Value | Count | Frequency (%) |
| -1.13971 × 10-5 | 1 | |
| -1.1289 × 10-5 | 1 | |
| -1.12056 × 10-5 | 1 | |
| -1.07008 × 10-5 | 1 | |
| -1.06823 × 10-5 | 1 | |
| -1.06452 × 10-5 | 1 | |
| -1.05927 × 10-5 | 1 | |
| -1.05142 × 10-5 | 1 | |
| -1.05105 × 10-5 | 1 | |
| -1.03931 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 1.85255 × 10-5 | 1 | |
| 1.82932 × 10-5 | 1 | |
| 1.82314 × 10-5 | 1 | |
| 1.79843 × 10-5 | 1 | |
| 1.76617 × 10-5 | 1 | |
| 1.7519 × 10-5 | 1 | |
| 1.73769 × 10-5 | 1 | |
| 1.73207 × 10-5 | 1 | |
| 1.72923 × 10-5 | 1 | |
| 1.68802 × 10-5 | 1 |
| Distinct | 3447 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.15834106 |
| Minimum | 48.86 |
|---|---|
| Maximum | 90.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | 48.86 |
|---|---|
| 5-th percentile | 59.65 |
| Q1 | 66.22 |
| median | 73.82 |
| Q3 | 80.17 |
| 95-th percentile | 85.37 |
| Maximum | 90.12 |
| Range | 41.26 |
| Interquartile range (IQR) | 13.95 |
Descriptive statistics
| Standard deviation | 8.322605987 |
|---|---|
| Coefficient of variation (CV) | 0.1137615461 |
| Kurtosis | -1.014163196 |
| Mean | 73.15834106 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | -0.1925936516 |
| Sum | 2082817.97 |
| Variance | 69.26577041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 81.06 | 25 | 0.1% |
| 79.38 | 24 | 0.1% |
| 83.05 | 23 | 0.1% |
| 78.3 | 23 | 0.1% |
| 78.47 | 22 | 0.1% |
| 80.06 | 21 | 0.1% |
| 78.68 | 21 | 0.1% |
| 78.95 | 21 | 0.1% |
| 68.69 | 20 | 0.1% |
| 71.63 | 20 | 0.1% |
| Other values (3437) | 28250 |
| Value | Count | Frequency (%) |
| 48.86 | 1 | |
| 49.16 | 1 | |
| 49.32 | 1 | |
| 49.39 | 1 | |
| 49.51 | 1 | |
| 50.33 | 1 | |
| 50.34 | 1 | |
| 50.36 | 1 | |
| 50.49 | 1 | |
| 50.6 | 1 |
| Value | Count | Frequency (%) |
| 90.12 | 2 | |
| 89.79 | 1 | |
| 89.65 | 1 | |
| 89.53 | 1 | |
| 89.52 | 1 | |
| 89.45 | 1 | |
| 89.44 | 1 | |
| 89.42 | 2 | |
| 89.39 | 1 | |
| 89.28 | 1 |
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04648647699 |
| Minimum | -0.55 |
|---|---|
| Maximum | 0.79 |
| Zeros | 717 |
| Zeros (%) | 2.5% |
| Negative | 20484 |
| Negative (%) | 71.9% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.55 |
|---|---|
| 5-th percentile | -0.23 |
| Q1 | -0.12 |
| median | -0.06 |
| Q3 | 0.01 |
| 95-th percentile | 0.19 |
| Maximum | 0.79 |
| Range | 1.34 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.1304509834 |
|---|---|
| Coefficient of variation (CV) | -2.806213588 |
| Kurtosis | 3.248196767 |
| Mean | -0.04648647699 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 1.06616869 |
| Sum | -1323.47 |
| Variance | 0.01701745907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.06 | 1426 | 5.0% |
| -0.07 | 1424 | 5.0% |
| -0.08 | 1326 | 4.7% |
| -0.05 | 1324 | 4.7% |
| -0.09 | 1230 | 4.3% |
| -0.1 | 1200 | 4.2% |
| -0.04 | 1173 | 4.1% |
| -0.03 | 1088 | 3.8% |
| -0.11 | 1035 | 3.6% |
| -0.12 | 956 | 3.4% |
| Other values (116) | 16288 |
| Value | Count | Frequency (%) |
| -0.55 | 1 | < 0.1% |
| -0.52 | 1 | < 0.1% |
| -0.51 | 1 | < 0.1% |
| -0.49 | 2 | < 0.1% |
| -0.47 | 4 | |
| -0.46 | 2 | < 0.1% |
| -0.45 | 1 | < 0.1% |
| -0.44 | 2 | < 0.1% |
| -0.43 | 7 | |
| -0.42 | 8 |
| Value | Count | Frequency (%) |
| 0.79 | 1 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.75 | 3 | |
| 0.74 | 1 | < 0.1% |
| 0.72 | 3 | |
| 0.71 | 1 | < 0.1% |
| 0.7 | 2 | |
| 0.69 | 2 | |
| 0.67 | 3 | |
| 0.66 | 2 |
| Distinct | 12274 |
|---|---|
| Distinct (%) | 43.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.850243754 × 10-6 |
| Minimum | -3.0734 × 10-5 |
|---|---|
| Maximum | 5.02077 × 10-5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3826 |
| Negative (%) | 13.4% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -3.0734 × 10-5 |
|---|---|
| 5-th percentile | -4.6045695 × 10-6 |
| Q1 | 3.28607 × 10-6 |
| median | 8.79077 × 10-6 |
| Q3 | 1.43367 × 10-5 |
| 95-th percentile | 2.27644 × 10-5 |
| Maximum | 5.02077 × 10-5 |
| Range | 8.09417 × 10-5 |
| Interquartile range (IQR) | 1.105063 × 10-5 |
Descriptive statistics
| Standard deviation | 8.597553265 × 10-6 |
|---|---|
| Coefficient of variation (CV) | 0.9714481887 |
| Kurtosis | 0.7698947903 |
| Mean | 8.850243754 × 10-6 |
| Median Absolute Deviation (MAD) | 5.52531 × 10-6 |
| Skewness | -0.07528731449 |
| Sum | 0.2519664397 |
| Variance | 7.391792214 × 10-11 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.05707 × 10-5 | 13 | < 0.1% |
| 1.53103 × 10-5 | 11 | < 0.1% |
| 1.0305 × 10-5 | 11 | < 0.1% |
| 9.61545 × 10-6 | 11 | < 0.1% |
| 1.27882 × 10-5 | 11 | < 0.1% |
| 8.14249 × 10-6 | 10 | < 0.1% |
| 6.72909 × 10-6 | 9 | < 0.1% |
| 7.42777 × 10-6 | 9 | < 0.1% |
| 6.37173 × 10-6 | 9 | < 0.1% |
| 7.15975 × 10-6 | 9 | < 0.1% |
| Other values (12264) | 28367 |
| Value | Count | Frequency (%) |
| -3.0734 × 10-5 | 1 | |
| -2.88991 × 10-5 | 1 | |
| -2.78545 × 10-5 | 1 | |
| -2.76209 × 10-5 | 1 | |
| -2.74903 × 10-5 | 1 | |
| -2.74124 × 10-5 | 1 | |
| -2.73643 × 10-5 | 1 | |
| -2.72452 × 10-5 | 1 | |
| -2.63174 × 10-5 | 1 | |
| -2.61594 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 5.02077 × 10-5 | 1 | |
| 4.58347 × 10-5 | 1 | |
| 4.56262 × 10-5 | 1 | |
| 4.51887 × 10-5 | 1 | |
| 4.50375 × 10-5 | 1 | |
| 4.36745 × 10-5 | 1 | |
| 4.32965 × 10-5 | 1 | |
| 4.29941 × 10-5 | 1 | |
| 4.29552 × 10-5 | 1 | |
| 4.28842 × 10-5 | 1 |
fluxo_energia
Real number (ℝ)
| Distinct | 13045 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.68395609 |
| Minimum | -1181.83 |
|---|---|
| Maximum | 1081.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9733 |
| Negative (%) | 34.2% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -1181.83 |
|---|---|
| 5-th percentile | -231.0505 |
| Q1 | -40.12 |
| median | 55.93 |
| Q3 | 147.56 |
| 95-th percentile | 309.422 |
| Maximum | 1081.59 |
| Range | 2263.42 |
| Interquartile range (IQR) | 187.68 |
Descriptive statistics
| Standard deviation | 174.3014694 |
|---|---|
| Coefficient of variation (CV) | 3.50820432 |
| Kurtosis | 3.260775841 |
| Mean | 49.68395609 |
| Median Absolute Deviation (MAD) | 93.66 |
| Skewness | -0.3120302366 |
| Sum | 1414502.23 |
| Variance | 30381.00224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.57 | 15 | 0.1% |
| 81.54 | 14 | < 0.1% |
| -46.59 | 12 | < 0.1% |
| 186.41 | 11 | < 0.1% |
| 41.32 | 11 | < 0.1% |
| 31.35 | 11 | < 0.1% |
| 71.58 | 11 | < 0.1% |
| 17.55 | 11 | < 0.1% |
| 28.9 | 11 | < 0.1% |
| 69.41 | 11 | < 0.1% |
| Other values (13035) | 28352 |
| Value | Count | Frequency (%) |
| -1181.83 | 1 | |
| -1111.38 | 1 | |
| -1066.15 | 1 | |
| -1055.36 | 1 | |
| -1010.2 | 1 | |
| -964.37 | 1 | |
| -935.49 | 1 | |
| -935.46 | 1 | |
| -928.4 | 1 | |
| -925.52 | 1 |
| Value | Count | Frequency (%) |
| 1081.59 | 1 | |
| 1040.54 | 1 | |
| 1036.04 | 1 | |
| 1000.78 | 1 | |
| 976.16 | 1 | |
| 971.23 | 1 | |
| 941.85 | 1 | |
| 932.88 | 1 | |
| 931.49 | 1 | |
| 930.64 | 1 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.03116438356 |
| Minimum | -1.7 |
|---|---|
| Maximum | 1.22 |
| Zeros | 195 |
| Zeros (%) | 0.7% |
| Negative | 13260 |
| Negative (%) | 46.6% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -1.7 |
|---|---|
| 5-th percentile | -1.28 |
| Q1 | -0.45 |
| median | 0.03 |
| Q3 | 0.46 |
| 95-th percentile | 0.98 |
| Maximum | 1.22 |
| Range | 2.92 |
| Interquartile range (IQR) | 0.91 |
Descriptive statistics
| Standard deviation | 0.6518870465 |
|---|---|
| Coefficient of variation (CV) | -20.91769424 |
| Kurtosis | -0.2929169189 |
| Mean | -0.03116438356 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | -0.4185585026 |
| Sum | -887.25 |
| Variance | 0.4249567214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.77 | 585 | 2.1% |
| 0.35 | 585 | 2.1% |
| -0.08 | 585 | 2.1% |
| 0.03 | 585 | 2.1% |
| -0.88 | 390 | 1.4% |
| 0.33 | 390 | 1.4% |
| 0.45 | 390 | 1.4% |
| -0.09 | 390 | 1.4% |
| -1.11 | 390 | 1.4% |
| 0.02 | 390 | 1.4% |
| Other values (102) | 23790 |
| Value | Count | Frequency (%) |
| -1.7 | 195 | |
| -1.63 | 195 | |
| -1.51 | 195 | |
| -1.47 | 195 | |
| -1.46 | 195 | |
| -1.42 | 195 | |
| -1.41 | 195 | |
| -1.28 | 195 | |
| -1.18 | 195 | |
| -1.12 | 195 |
| Value | Count | Frequency (%) |
| 1.22 | 195 | |
| 1.14 | 195 | |
| 1.12 | 195 | |
| 1.09 | 195 | |
| 1.08 | 195 | |
| 1.02 | 195 | |
| 1 | 195 | |
| 0.98 | 195 | |
| 0.97 | 195 | |
| 0.93 | 195 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.08226027397 |
| Minimum | -1.52 |
|---|---|
| Maximum | 2.81 |
| Zeros | 195 |
| Zeros (%) | 0.7% |
| Negative | 16575 |
| Negative (%) | 58.2% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -1.52 |
|---|---|
| 5-th percentile | -1.24 |
| Q1 | -0.68 |
| median | -0.2 |
| Q3 | 0.35 |
| 95-th percentile | 1.81 |
| Maximum | 2.81 |
| Range | 4.33 |
| Interquartile range (IQR) | 1.03 |
Descriptive statistics
| Standard deviation | 0.8654106429 |
|---|---|
| Coefficient of variation (CV) | -10.52039583 |
| Kurtosis | 1.858766754 |
| Mean | -0.08226027397 |
| Median Absolute Deviation (MAD) | 0.51 |
| Skewness | 1.149046219 |
| Sum | -2341.95 |
| Variance | 0.7489355809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.35 | 780 | 2.7% |
| -0.71 | 585 | 2.1% |
| -0.44 | 585 | 2.1% |
| 0.08 | 390 | 1.4% |
| 0.57 | 390 | 1.4% |
| -0.94 | 390 | 1.4% |
| -0.57 | 390 | 1.4% |
| -0.64 | 390 | 1.4% |
| -0.34 | 390 | 1.4% |
| 0.09 | 390 | 1.4% |
| Other values (102) | 23790 |
| Value | Count | Frequency (%) |
| -1.52 | 195 | |
| -1.51 | 195 | |
| -1.5 | 195 | |
| -1.33 | 195 | |
| -1.31 | 195 | |
| -1.28 | 195 | |
| -1.27 | 195 | |
| -1.24 | 195 | |
| -1.22 | 195 | |
| -1.17 | 390 |
| Value | Count | Frequency (%) |
| 2.81 | 390 | |
| 2.59 | 195 | |
| 2.58 | 195 | |
| 2.47 | 195 | |
| 2.05 | 195 | |
| 1.98 | 195 | |
| 1.81 | 195 | |
| 1.55 | 195 | |
| 1.41 | 195 | |
| 1.06 | 195 |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1664383562 |
| Minimum | -0.6 |
|---|---|
| Maximum | 1.29 |
| Zeros | 195 |
| Zeros (%) | 0.7% |
| Negative | 8970 |
| Negative (%) | 31.5% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.6 |
|---|---|
| 5-th percentile | -0.32 |
| Q1 | -0.06 |
| median | 0.185 |
| Q3 | 0.34 |
| 95-th percentile | 0.73 |
| Maximum | 1.29 |
| Range | 1.89 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.3317916545 |
|---|---|
| Coefficient of variation (CV) | 1.993480722 |
| Kurtosis | 0.9305071546 |
| Mean | 0.1664383562 |
| Median Absolute Deviation (MAD) | 0.195 |
| Skewness | 0.5656781169 |
| Sum | 4738.5 |
| Variance | 0.110085702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.34 | 1170 | 4.1% |
| 0.3 | 975 | 3.4% |
| 0.22 | 780 | 2.7% |
| 0.32 | 780 | 2.7% |
| 0.09 | 780 | 2.7% |
| 0.12 | 585 | 2.1% |
| -0.23 | 585 | 2.1% |
| -0.06 | 585 | 2.1% |
| 0.63 | 585 | 2.1% |
| 0.23 | 585 | 2.1% |
| Other values (72) | 21060 |
| Value | Count | Frequency (%) |
| -0.6 | 195 | |
| -0.47 | 195 | |
| -0.46 | 195 | |
| -0.44 | 195 | |
| -0.41 | 195 | |
| -0.4 | 195 | |
| -0.37 | 195 | |
| -0.32 | 195 | |
| -0.31 | 195 | |
| -0.29 | 195 |
| Value | Count | Frequency (%) |
| 1.29 | 195 | 0.7% |
| 1.22 | 195 | 0.7% |
| 1.08 | 195 | 0.7% |
| 1.01 | 195 | 0.7% |
| 0.97 | 195 | 0.7% |
| 0.81 | 195 | 0.7% |
| 0.73 | 390 | |
| 0.71 | 195 | 0.7% |
| 0.66 | 195 | 0.7% |
| 0.63 | 585 |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1674657534 |
| Minimum | -0.76 |
|---|---|
| Maximum | 1.03 |
| Zeros | 195 |
| Zeros (%) | 0.7% |
| Negative | 7995 |
| Negative (%) | 28.1% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.76 |
|---|---|
| 5-th percentile | -0.38 |
| Q1 | -0.04 |
| median | 0.19 |
| Q3 | 0.37 |
| 95-th percentile | 0.69 |
| Maximum | 1.03 |
| Range | 1.79 |
| Interquartile range (IQR) | 0.41 |
Descriptive statistics
| Standard deviation | 0.3224212279 |
|---|---|
| Coefficient of variation (CV) | 1.925296494 |
| Kurtosis | 0.0996244813 |
| Mean | 0.1674657534 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | -0.1578649548 |
| Sum | 4767.75 |
| Variance | 0.1039554482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.23 | 975 | 3.4% |
| 0.28 | 780 | 2.7% |
| 0.08 | 780 | 2.7% |
| 0.15 | 780 | 2.7% |
| -0.1 | 585 | 2.1% |
| 0.19 | 585 | 2.1% |
| 0.8 | 585 | 2.1% |
| 0.17 | 585 | 2.1% |
| 0.21 | 585 | 2.1% |
| 0.37 | 585 | 2.1% |
| Other values (74) | 21645 |
| Value | Count | Frequency (%) |
| -0.76 | 195 | |
| -0.69 | 195 | |
| -0.53 | 195 | |
| -0.52 | 195 | |
| -0.43 | 195 | |
| -0.42 | 195 | |
| -0.41 | 195 | |
| -0.38 | 390 | |
| -0.37 | 195 | |
| -0.3 | 390 |
| Value | Count | Frequency (%) |
| 1.03 | 195 | 0.7% |
| 0.84 | 195 | 0.7% |
| 0.8 | 585 | |
| 0.71 | 390 | |
| 0.69 | 195 | 0.7% |
| 0.68 | 390 | |
| 0.67 | 195 | 0.7% |
| 0.66 | 195 | 0.7% |
| 0.62 | 195 | 0.7% |
| 0.6 | 390 |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001712328767 |
| Minimum | -0.93 |
|---|---|
| Maximum | 0.69 |
| Zeros | 195 |
| Zeros (%) | 0.7% |
| Negative | 12675 |
| Negative (%) | 44.5% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.93 |
|---|---|
| 5-th percentile | -0.63 |
| Q1 | -0.2 |
| median | 0.05 |
| Q3 | 0.27 |
| 95-th percentile | 0.47 |
| Maximum | 0.69 |
| Range | 1.62 |
| Interquartile range (IQR) | 0.47 |
Descriptive statistics
| Standard deviation | 0.3548636406 |
|---|---|
| Coefficient of variation (CV) | -207.2403661 |
| Kurtosis | -0.2396207164 |
| Mean | -0.001712328767 |
| Median Absolute Deviation (MAD) | 0.245 |
| Skewness | -0.5519599546 |
| Sum | -48.75 |
| Variance | 0.1259282034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.31 | 1170 | 4.1% |
| -0.06 | 780 | 2.7% |
| 0.36 | 780 | 2.7% |
| -0.05 | 780 | 2.7% |
| 0.16 | 780 | 2.7% |
| -0.15 | 585 | 2.1% |
| -0.27 | 585 | 2.1% |
| 0.1 | 585 | 2.1% |
| 0.09 | 585 | 2.1% |
| -0.04 | 585 | 2.1% |
| Other values (80) | 21255 |
| Value | Count | Frequency (%) |
| -0.93 | 195 | |
| -0.92 | 195 | |
| -0.9 | 195 | |
| -0.87 | 195 | |
| -0.67 | 195 | |
| -0.65 | 195 | |
| -0.63 | 390 | |
| -0.62 | 195 | |
| -0.6 | 390 | |
| -0.59 | 195 |
| Value | Count | Frequency (%) |
| 0.69 | 390 | |
| 0.62 | 195 | |
| 0.57 | 195 | |
| 0.53 | 195 | |
| 0.51 | 195 | |
| 0.5 | 195 | |
| 0.47 | 390 | |
| 0.46 | 195 | |
| 0.45 | 390 | |
| 0.43 | 195 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1733561644 |
| Minimum | -0.77 |
|---|---|
| Maximum | 1.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9555 |
| Negative (%) | 33.6% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.77 |
|---|---|
| 5-th percentile | -0.56 |
| Q1 | -0.09 |
| median | 0.18 |
| Q3 | 0.44 |
| 95-th percentile | 0.94 |
| Maximum | 1.36 |
| Range | 2.13 |
| Interquartile range (IQR) | 0.53 |
Descriptive statistics
| Standard deviation | 0.4352611169 |
|---|---|
| Coefficient of variation (CV) | 2.510791113 |
| Kurtosis | -0.02119331421 |
| Mean | 0.1733561644 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | 0.2117857256 |
| Sum | 4935.45 |
| Variance | 0.1894522399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.09 | 1170 | 4.1% |
| 0.1 | 780 | 2.7% |
| 0.65 | 780 | 2.7% |
| 0.33 | 780 | 2.7% |
| 0.23 | 585 | 2.1% |
| 0.5 | 585 | 2.1% |
| 0.14 | 585 | 2.1% |
| -0.43 | 585 | 2.1% |
| 0.03 | 585 | 2.1% |
| 0.53 | 585 | 2.1% |
| Other values (85) | 21450 |
| Value | Count | Frequency (%) |
| -0.77 | 195 | |
| -0.71 | 390 | |
| -0.69 | 195 | |
| -0.64 | 195 | |
| -0.62 | 195 | |
| -0.57 | 195 | |
| -0.56 | 195 | |
| -0.53 | 195 | |
| -0.48 | 195 | |
| -0.44 | 195 |
| Value | Count | Frequency (%) |
| 1.36 | 195 | |
| 1.27 | 195 | |
| 1.22 | 195 | |
| 1.21 | 195 | |
| 1.12 | 195 | |
| 1.06 | 195 | |
| 1.01 | 195 | |
| 0.94 | 195 | |
| 0.92 | 195 | |
| 0.81 | 195 |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1847260274 |
| Minimum | -0.78 |
|---|---|
| Maximum | 1.17 |
| Zeros | 390 |
| Zeros (%) | 1.4% |
| Negative | 8580 |
| Negative (%) | 30.1% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.78 |
|---|---|
| 5-th percentile | -0.34 |
| Q1 | -0.06 |
| median | 0.195 |
| Q3 | 0.43 |
| 95-th percentile | 0.77 |
| Maximum | 1.17 |
| Range | 1.95 |
| Interquartile range (IQR) | 0.49 |
Descriptive statistics
| Standard deviation | 0.3529084414 |
|---|---|
| Coefficient of variation (CV) | 1.910442434 |
| Kurtosis | 0.3550978683 |
| Mean | 0.1847260274 |
| Median Absolute Deviation (MAD) | 0.235 |
| Skewness | 0.05808993466 |
| Sum | 5259.15 |
| Variance | 0.124544368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.18 | 975 | 3.4% |
| 0.41 | 780 | 2.7% |
| 0.07 | 780 | 2.7% |
| 0.43 | 780 | 2.7% |
| 0.45 | 585 | 2.1% |
| -0.08 | 585 | 2.1% |
| 0.36 | 585 | 2.1% |
| 0.24 | 585 | 2.1% |
| 0.44 | 585 | 2.1% |
| -0.17 | 585 | 2.1% |
| Other values (80) | 21645 |
| Value | Count | Frequency (%) |
| -0.78 | 195 | |
| -0.75 | 195 | |
| -0.65 | 195 | |
| -0.49 | 195 | |
| -0.45 | 195 | |
| -0.44 | 195 | |
| -0.37 | 195 | |
| -0.34 | 195 | |
| -0.32 | 195 | |
| -0.3 | 195 |
| Value | Count | Frequency (%) |
| 1.17 | 195 | |
| 1.13 | 195 | |
| 1.05 | 195 | |
| 1 | 195 | |
| 0.98 | 195 | |
| 0.86 | 195 | |
| 0.81 | 195 | |
| 0.77 | 195 | |
| 0.69 | 195 | |
| 0.67 | 195 |
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2569178082 |
| Minimum | -0.57 |
|---|---|
| Maximum | 0.81 |
| Zeros | 585 |
| Zeros (%) | 2.1% |
| Negative | 4485 |
| Negative (%) | 15.8% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -0.57 |
|---|---|
| 5-th percentile | -0.2 |
| Q1 | 0.06 |
| median | 0.3 |
| Q3 | 0.45 |
| 95-th percentile | 0.61 |
| Maximum | 0.81 |
| Range | 1.38 |
| Interquartile range (IQR) | 0.39 |
Descriptive statistics
| Standard deviation | 0.2542009289 |
|---|---|
| Coefficient of variation (CV) | 0.9894251031 |
| Kurtosis | 0.1467266864 |
| Mean | 0.2569178082 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | -0.5665265934 |
| Sum | 7314.45 |
| Variance | 0.06461811225 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.51 | 975 | 3.4% |
| 0.3 | 975 | 3.4% |
| 0.49 | 975 | 3.4% |
| 0.03 | 780 | 2.7% |
| 0.4 | 780 | 2.7% |
| 0.45 | 780 | 2.7% |
| 0.52 | 780 | 2.7% |
| 0.63 | 585 | 2.1% |
| 0.48 | 585 | 2.1% |
| 0.43 | 585 | 2.1% |
| Other values (67) | 20670 |
| Value | Count | Frequency (%) |
| -0.57 | 195 | |
| -0.54 | 195 | |
| -0.26 | 390 | |
| -0.25 | 390 | |
| -0.22 | 195 | |
| -0.2 | 195 | |
| -0.17 | 195 | |
| -0.16 | 195 | |
| -0.12 | 195 | |
| -0.1 | 195 |
| Value | Count | Frequency (%) |
| 0.81 | 195 | 0.7% |
| 0.73 | 195 | 0.7% |
| 0.71 | 195 | 0.7% |
| 0.64 | 195 | 0.7% |
| 0.63 | 585 | |
| 0.61 | 195 | 0.7% |
| 0.59 | 390 | |
| 0.58 | 195 | 0.7% |
| 0.57 | 195 | 0.7% |
| 0.56 | 390 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 222.5 KiB |
| Bacia do Alto Jaguaribe | |
|---|---|
| Bacia do Banabuiú | |
| Bacia Metropolitana | |
| Bacia do Acaraú | |
| Bacia do Salgado | |
| Other values (7) |
Length
| Max length | 28 |
|---|---|
| Median length | 23 |
| Mean length | 19.4 |
| Min length | 13 |
Characters and Unicode
| Total characters | 552318 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bacia Metropolitana |
|---|---|
| 2nd row | Bacia Metropolitana |
| 3rd row | Bacia Metropolitana |
| 4th row | Bacia Metropolitana |
| 5th row | Bacia Metropolitana |
Common Values
| Value | Count | Frequency (%) |
| Bacia do Alto Jaguaribe | 4818 | |
| Bacia do Banabuiú | 3942 | |
| Bacia Metropolitana | 2774 | |
| Bacia do Acaraú | 2628 | |
| Bacia do Salgado | 2336 | |
| Bacia do Medio Jaguaribe | 2190 | |
| Bacia do Coreaú | 1898 | 6.7% |
| Bacia do Curu | 1898 | 6.7% |
| Bacia dos Sertões de Crateús | 1898 | 6.7% |
| Bacia do Litoral | 1752 | 6.2% |
| Other values (2) | 2336 |
Length
| Value | Count | Frequency (%) |
| bacia | 28470 | |
| do | 22776 | |
| jaguaribe | 8322 | 8.6% |
| alto | 4818 | 5.0% |
| banabuiú | 3942 | 4.1% |
| metropolitana | 2774 | 2.9% |
| acaraú | 2628 | 2.7% |
| salgado | 2336 | 2.4% |
| medio | 2190 | 2.3% |
| da | 2044 | 2.1% |
| Other values (10) | 16498 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 109938 | |
| 68328 | ||
| i | 49786 | |
| o | 44530 | 8.1% |
| B | 33726 | 6.1% |
| d | 33142 | 6.0% |
| c | 31098 | 5.6% |
| r | 25112 | 4.5% |
| e | 23798 | 4.3% |
| u | 16060 | 2.9% |
| Other values (17) | 116800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 415808 | |
| Space Separator | 68328 | 12.4% |
| Uppercase Letter | 68182 | 12.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 109938 | |
| i | 49786 | |
| o | 44530 | |
| d | 33142 | 8.0% |
| c | 31098 | 7.5% |
| r | 25112 | 6.0% |
| e | 23798 | 5.7% |
| u | 16060 | 3.9% |
| t | 15914 | 3.8% |
| b | 14308 | 3.4% |
| Other values (8) | 52122 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 33726 | |
| J | 8322 | 12.2% |
| A | 7446 | 10.9% |
| C | 5694 | 8.4% |
| S | 5256 | 7.7% |
| M | 4964 | 7.3% |
| L | 1752 | 2.6% |
| I | 1022 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 68328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 483990 | |
| Common | 68328 | 12.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 109938 | |
| i | 49786 | |
| o | 44530 | |
| B | 33726 | 7.0% |
| d | 33142 | 6.8% |
| c | 31098 | 6.4% |
| r | 25112 | 5.2% |
| e | 23798 | 4.9% |
| u | 16060 | 3.3% |
| t | 15914 | 3.3% |
| Other values (16) | 100886 |
Common
| Value | Count | Frequency (%) |
| 68328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 540054 | |
| None | 12264 | 2.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 109938 | |
| 68328 | ||
| i | 49786 | |
| o | 44530 | |
| B | 33726 | 6.2% |
| d | 33142 | 6.1% |
| c | 31098 | 5.8% |
| r | 25112 | 4.6% |
| e | 23798 | 4.4% |
| u | 16060 | 3.0% |
| Other values (15) | 104536 |
None
| Value | Count | Frequency (%) |
| ú | 10366 | |
| õ | 1898 | 15.5% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.082051282 |
| Minimum | -7.75 |
|---|---|
| Maximum | -3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28470 |
| Negative (%) | 100.0% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -7.75 |
|---|---|
| 5-th percentile | -7.25 |
| Q1 | -6 |
| median | -5 |
| Q3 | -4 |
| 95-th percentile | -3.25 |
| Maximum | -3 |
| Range | 4.75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.219914609 |
|---|---|
| Coefficient of variation (CV) | -0.2400437425 |
| Kurtosis | -0.9165790853 |
| Mean | -5.082051282 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1852839987 |
| Sum | -144686 |
| Variance | 1.488191654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.75 | 2190 | 7.7% |
| -5 | 2044 | 7.2% |
| -4.5 | 2044 | 7.2% |
| -5.5 | 1752 | 6.2% |
| -4.25 | 1752 | 6.2% |
| -4 | 1752 | 6.2% |
| -3.75 | 1752 | 6.2% |
| -5.25 | 1752 | 6.2% |
| -6 | 1606 | 5.6% |
| -5.75 | 1606 | 5.6% |
| Other values (10) | 10220 |
| Value | Count | Frequency (%) |
| -7.75 | 146 | 0.5% |
| -7.5 | 438 | 1.5% |
| -7.25 | 1168 | |
| -7 | 1022 | |
| -6.75 | 1022 | |
| -6.5 | 1314 | |
| -6.25 | 1314 | |
| -6 | 1606 | |
| -5.75 | 1606 | |
| -5.5 | 1752 |
| Value | Count | Frequency (%) |
| -3 | 1022 | |
| -3.25 | 1314 | |
| -3.5 | 1460 | |
| -3.75 | 1752 | |
| -4 | 1752 | |
| -4.25 | 1752 | |
| -4.5 | 2044 | |
| -4.75 | 2190 | |
| -5 | 2044 | |
| -5.25 | 1752 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -39.60641026 |
| Minimum | -41.25 |
|---|---|
| Maximum | -37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28470 |
| Negative (%) | 100.0% |
| Memory size | 222.5 KiB |
Quantile statistics
| Minimum | -41.25 |
|---|---|
| 5-th percentile | -41 |
| Q1 | -40.25 |
| median | -39.75 |
| Q3 | -39 |
| 95-th percentile | -38.25 |
| Maximum | -37.5 |
| Range | 3.75 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 0.8729839986 |
|---|---|
| Coefficient of variation (CV) | -0.0220414825 |
| Kurtosis | -0.8107703036 |
| Mean | -39.60641026 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 0.1407043876 |
| Sum | -1127594.5 |
| Variance | 0.7621010618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -39.25 | 2628 | |
| -39 | 2628 | |
| -40.25 | 2628 | |
| -40 | 2628 | |
| -39.75 | 2628 | |
| -39.5 | 2482 | |
| -38.75 | 2336 | |
| -40.5 | 2336 | |
| -40.75 | 2190 | |
| -38.5 | 1460 | 5.1% |
| Other values (6) | 4526 |
| Value | Count | Frequency (%) |
| -41.25 | 584 | 2.1% |
| -41 | 1314 | |
| -40.75 | 2190 | |
| -40.5 | 2336 | |
| -40.25 | 2628 | |
| -40 | 2628 | |
| -39.75 | 2628 | |
| -39.5 | 2482 | |
| -39.25 | 2628 | |
| -39 | 2628 |
| Value | Count | Frequency (%) |
| -37.5 | 146 | 0.5% |
| -37.75 | 438 | 1.5% |
| -38 | 730 | 2.6% |
| -38.25 | 1314 | |
| -38.5 | 1460 | |
| -38.75 | 2336 | |
| -39 | 2628 | |
| -39.25 | 2628 | |
| -39.5 | 2482 | |
| -39.75 | 2628 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | data | posicao | pr | divergencia | umidade | vento_vertical | vorticidade | fluxo_energia | EMI | nino3 | atn | ats | atlgrad | atl3 | seta | nesta | regiao_hidro | lat | lon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 67860 | 2010-01-01 | (-4.75, -39.25) | 99.90 | 0.000009 | 79.61 | -0.06 | 0.000008 | 76.08 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.75 | -39.25 |
| 1 | 67861 | 2010-01-01 | (-4.75, -39.0) | 75.04 | 0.000010 | 78.74 | -0.07 | 0.000009 | 106.09 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.75 | -39.00 |
| 2 | 67862 | 2010-01-01 | (-4.75, -38.75) | 83.24 | 0.000010 | 77.68 | -0.08 | 0.000011 | 39.08 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.75 | -38.75 |
| 3 | 67863 | 2010-01-01 | (-4.75, -38.5) | 94.63 | 0.000011 | 76.71 | -0.07 | 0.000014 | -98.92 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.75 | -38.50 |
| 4 | 67864 | 2010-01-01 | (-4.5, -39.0) | 89.76 | 0.000010 | 77.70 | -0.00 | 0.000006 | 71.08 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.50 | -39.00 |
| 5 | 67865 | 2010-01-01 | (-4.5, -38.75) | 96.78 | 0.000011 | 76.60 | -0.13 | 0.000014 | 1.09 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.50 | -38.75 |
| 6 | 67866 | 2010-01-01 | (-4.5, -38.5) | 79.99 | 0.000010 | 75.20 | -0.05 | 0.000012 | -35.91 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.50 | -38.50 |
| 7 | 67867 | 2010-01-01 | (-4.5, -38.25) | 57.40 | 0.000010 | 73.53 | -0.06 | 0.000018 | 63.10 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.50 | -38.25 |
| 8 | 67868 | 2010-01-01 | (-4.5, -38.0) | 67.50 | 0.000010 | 70.26 | -0.06 | 0.000020 | 64.09 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.50 | -38.00 |
| 9 | 67869 | 2010-01-01 | (-4.25, -38.75) | 79.77 | 0.000011 | 75.23 | -0.12 | 0.000020 | 50.08 | 1.0 | 1.06 | 0.38 | 0.53 | -0.15 | 0.1 | 0.39 | -0.16 | Bacia Metropolitana | -4.25 | -38.75 |
Last rows
| df_index | data | posicao | pr | divergencia | umidade | vento_vertical | vorticidade | fluxo_energia | EMI | nino3 | atn | ats | atlgrad | atl3 | seta | nesta | regiao_hidro | lat | lon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28460 | 96320 | 2022-02-01 | (-5.5, -40.75) | 16.07 | 6.646010e-07 | 80.46 | -0.12 | 0.000013 | -227.34 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.50 | -40.75 |
| 28461 | 96321 | 2022-02-01 | (-5.5, -40.5) | 12.18 | -1.652970e-06 | 80.92 | -0.16 | 0.000004 | 122.66 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.50 | -40.50 |
| 28462 | 96322 | 2022-02-01 | (-5.5, -40.25) | 11.35 | -6.242410e-07 | 79.45 | -0.07 | 0.000011 | 122.66 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.50 | -40.25 |
| 28463 | 96323 | 2022-02-01 | (-5.25, -40.75) | 19.99 | 1.385020e-06 | 79.53 | -0.14 | 0.000011 | -272.32 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.25 | -40.75 |
| 28464 | 96324 | 2022-02-01 | (-5.25, -40.5) | 11.83 | -7.027080e-07 | 79.85 | -0.14 | 0.000003 | 101.66 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.25 | -40.50 |
| 28465 | 96325 | 2022-02-01 | (-5.25, -40.25) | 12.81 | 7.554250e-07 | 78.69 | -0.04 | 0.000015 | 97.69 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.25 | -40.25 |
| 28466 | 96326 | 2022-02-01 | (-5.0, -40.75) | 27.71 | 1.383160e-06 | 79.00 | -0.13 | 0.000006 | -135.32 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.00 | -40.75 |
| 28467 | 96327 | 2022-02-01 | (-5.0, -40.5) | 24.11 | -1.849470e-07 | 79.46 | -0.09 | -0.000002 | 120.67 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.00 | -40.50 |
| 28468 | 96328 | 2022-02-01 | (-5.0, -40.25) | 16.98 | 2.199350e-06 | 78.71 | -0.05 | 0.000014 | 292.69 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -5.00 | -40.25 |
| 28469 | 96329 | 2022-02-01 | (-4.75, -40.75) | 50.48 | 7.016720e-07 | 78.93 | -0.11 | 0.000007 | 232.67 | 0.04 | -1.17 | 0.45 | 0.4 | 0.05 | 0.12 | 0.35 | 0.51 | Bacia dos Sertões de Crateús | -4.75 | -40.75 |